{"id":"W4395053489","doi":"10.1016/j.nsa.2024.104043","title":"Future directions in the field of Bipolar Disorder","year":2024,"lang":"en","type":"editorial","venue":"Neuroscience Applied","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bipolar disorder; Field (mathematics); Psychology; Psychiatry; Mood; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009024142,0.002300895,0.002869274,0.002652893,0.002135417,0.006171185,0.001923253,0.009616752,0.01716255],"category_scores_gemma":[0.02222303,0.0006638605,0.001919949,0.001046812,0.002246122,0.005527965,0.001634951,0.01617674,0.008588469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788653,"about_ca_system_score_gemma":0.004046449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008230531,"about_ca_topic_score_gemma":0.00228361,"domain_scores_codex":[0.9953247,0.001156119,0.0006951113,0.0004988245,0.001998865,0.0003264639],"domain_scores_gemma":[0.9719906,0.01324329,0.001357929,0.0005499358,0.009708569,0.003149812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005989104,0.00001632906,0.00002817496,0.0006788133,0.00002130794,0.00009019883,0.00002984025,0.00002980507,0.00007005064,0.001045715,0.9787109,0.01921903],"study_design_scores_gemma":[0.00006980808,0.0000337716,0.0001860313,0.0009451687,0.00004357718,0.0002521405,0.00007099198,0.00008135212,0.00004771429,0.003591264,0.9946609,0.00001717341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002423388,0.02365373,0.00008405239,0.03571131,0.9392046,0.000009199312,0.00002164614,0.00003841811,0.00125276],"genre_scores_gemma":[0.0002509671,0.01756674,0.0001027404,0.01748292,0.9617374,0.00001144516,0.00001635068,0.00001984945,0.002811636],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01716255,"threshold_uncertainty_score":0.05741441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007594048268166238,"score_gpt":0.286413600683197,"score_spread":0.2788195524150308,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}